Availability and Rates
Currently only available for projects in the evenings and weekends.
Hourly rate is available too (starts at 90€HT/h). See availability.
Data Integration | ETL | Automated Data Pipeline
Extract
■ Importing data from various sources (xlsx, csv, external/internal API, parsing, web scraping…)
■ Handling large amount of data
■ Detecting missing values
■ Detecting anomalies
Transform
■ Data cleaning: data types and format, imputing for missing values…
■ Joining multiple datasets
■ Data processing optimization: Batch Processing, Parallelization
Load
■ Data quality assurance
■ Defining a data model
■ Storing cleaned data in a database (SQL or NoSQL)
Microservices | Devops
■ Microservice architecture: Flask Restful API
■ Python package deployment
■ Devops: Continuous Integration / Continuous Deployment
Exploratory Data Analysis
■ Formulating relevant questions for investigation
■ Identifying trends
■ Identifying covariation between variables
Interactive Data Visualization
■ Communicating results effectively using visualizations (scatterplots, histograms, boxplots, etc.)
■ Including metrics (KPIs) relevant to customer’s needs
■ Creating relevant features
■ Creating interactive online dashboards
■ Generating reports or other automated actions
Machine Learning
■ Clustering, Classification, Regression, Recommendation, Anomaly Detection
■ Feature engineering and selection
■ Hyperparameter tuning
Communication
■ Know intended audience
■ Present relevant data visualizations
■ Tie results to a business impact